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Bifrost vs TokenMix

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Bifrost compared with TokenMix
DetailBifrost logo BifrostTokenMix logo TokenMix
What it doesThe fastest open-source AI gateway for LLMs, MCP and agents OpenAI-compatible AI API relay for multiple AI models with prepaid wallet billing
StageNot given Not given
FoundedNot given Not given
Based inNot given HK
Pricing modelFreemium Paid
PricingBifrost OSS is free forever. Bifrost Enterprise has custom pricing; contact sales for a quote. Chat models from $0.019708 per million tokens; Image models from $0.00386 per image; Video models from $0.016 per second; Audio models from $0.00291 per request; Embedding models from $0.019 per million tokens. Example rates: Grok 4.6 at $1.9 input/$5.7 output per million tokens, Claude Opus 5.5 at
Key features
  • Drop-in replacement for any AI SDK with support for OpenAI, Anthropic, and LiteLLM
  • Model catalog providing access to 1000+ AI models from 8+ providers
  • Automatic provider failover for 99.99% uptime
  • Budget management and rate limiting across virtual keys and teams
  • Built-in OpenTelemetry observability
  • MCP gateway for centralized tool connections and governance
  • Real-time guardrails for blocking unsafe model outputs
  • Virtual key management with independent budgets and access control
  • Semantic caching to reduce costs and latency
  • Enterprise clustering with high availability and zero-downtime deployments
  • OpenAI-compatible base URL and SDK support
  • 197 AI models across 30 brands
  • Chat, image, video, audio and embedding models
  • Prepaid wallet billing with per-token pricing
  • Minimum $1 top-up with multiple payment methods
  • Alipay, Stripe, Antom and cryptocurrency payments
  • Dashboard with usage and spending records
  • Seven-language interface
  • API keys and spending limits management
  • Public API status page for provider availability
What makes it different
  • 50x faster than LiteLLM with P99 latency of 20 microseconds at 5k requests per second
  • Zero-touch in-VPC deployments ensure no data leaves your infrastructure
  • Free and open source with Apache 2.0 license
  • Works seamlessly with all major LLM frameworks including OpenAI, Anthropic, LangChain, and LiteLLM
  • Enterprise-grade governance with SSO, RBAC, and audit logs included in Enterprise tier
  • Single API key and endpoint for 197 models from 30 brands
  • OpenAI SDK compatibility with one-line URL change
  • Global payment options including cryptocurrency and Alipay
  • Transparent per-model pricing visible before API calls
  • Support for emerging AI providers and latest models
Community votes00
DR (Domain Rating by Ahrefs)71 no change since last check47 no change since last check
Trust Flow (Majestic)259
Citation Flow (Majestic)4734
Referring domains (Majestic)2020677

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